Object Localization on ImageNet vehicles
63.4IoUDeconv
Evaluation results
| Method | Links | |
|---|---|---|
| DeconvModel=DenseNet-121, Alteration=+XRAI2026.06 | 63.4 | |
| EGModel=DenseNet-121, Alteration=+XRAI2026.06 | 62.5 | |
| EGModel=DenseNet-121, Alteration=+SG2026.06 | 61.7 | |
| EGModel=DenseNet-121, Alteration=+SG²2026.06 | 61.3 | |
| DeconvModel=DenseNet-121, Alteration=+SG2026.06 | 61.2 | |
| EGModel=ResNet-18, Alteration=+XRAI2026.06 | 60.9 | |
| DeconvModel=DenseNet-121, Alteration=+SG²2026.06 | 60.8 | |
| BPModel=ResNet-18, Alteration=+SG2026.06 | 60.6 | |
| EGModel=ResNet-18, Alteration=+SG2026.06 | 60.5 | |
| IG(zero)Model=DenseNet-121, Alteration=+XRAI2026.06 | 60.5 | |
| IG(zero)Model=ResNet-18, Alteration=+XRAI2026.06 | 60.4 | |
| IG(zero)Model=ResNet-18, Alteration=+SG²2026.06 | 60.4 | |
| IG(max)Model=DenseNet-121, Alteration=+XRAI2026.06 | 60.4 | |
| IG(max)Model=ResNet-18, Alteration=+XRAI2026.06 | 60.3 | |
| IG(zero)Model=DenseNet-121, Alteration=+SG²2026.06 | 60.1 | |
| IG(max)Model=DenseNet-121, Alteration=+SG2026.06 | 60.1 | |
| IG(zero)Model=ResNet-18, Alteration=+SG2026.06 | 60 | |
| EGModel=ResNet-18, Alteration=+SG²2026.06 | 59.9 | |
| DeconvModel=DenseNet-121, Alteration=No alter.2026.06 | 59.9 | |
| IG(max)Model=ResNet-18, Alteration=+SG2026.06 | 59.8 | |
| IG(max)Model=ResNet-18, Alteration=+SG²2026.06 | 59.7 | |
| BPModel=ResNet-18, Alteration=+SG²2026.06 | 59.4 | |
| EGModel=DenseNet-121, Alteration=No alter.2026.06 | 59.1 | |
| BPModel=DenseNet-121, Alteration=+SG2026.06 | 58.8 | |
| GradCAMModel=ResNet-18, Alteration=+SG2026.06 | 58.7 | |
| GradCAMModel=ResNet-18, Alteration=+SG²2026.06 | 58.7 | |
| IG(zero)Model=DenseNet-121, Alteration=+SG2026.06 | 58.6 | |
| IG(max)Model=DenseNet-121, Alteration=+SG²2026.06 | 58.5 | |
| BPModel=DenseNet-121, Alteration=+SG²2026.06 | 58.2 | |
| IG(min)Model=DenseNet-121, Alteration=+SG²2026.06 | 58.2 | |
| IG(max)Model=DenseNet-121, Alteration=No alter.2026.06 | 57.9 | |
| GradCAMModel=ResNet-18, Alteration=+XRAI2026.06 | 57.8 | |
| GradCAMModel=ResNet-18, Alteration=No alter.2026.06 | 57.7 | |
| GradCAMModel=DenseNet-121, Alteration=+SG²2026.06 | 57.7 | |
| EGModel=ResNet-18, Alteration=No alter.2026.06 | 57.6 | |
| GradCAMModel=DenseNet-121, Alteration=No alter.2026.06 | 57.6 | |
| GradCAMModel=DenseNet-121, Alteration=+XRAI2026.06 | 57.6 | |
| IG(min)Model=DenseNet-121, Alteration=+SG2026.06 | 57.5 | |
| GradCAMModel=DenseNet-121, Alteration=+SG2026.06 | 57.5 | |
| IG(min)Model=ResNet-18, Alteration=+SG²2026.06 | 57.4 | |
| IG(max)Model=ResNet-18, Alteration=No alter.2026.06 | 57.1 | |
| IG(min)Model=DenseNet-121, Alteration=+XRAI2026.06 | 56.7 | |
| IG(zero)Model=DenseNet-121, Alteration=No alter.2026.06 | 56.4 | |
| IG(zero)Model=ResNet-18, Alteration=No alter.2026.06 | 56.2 | |
| IG(min)Model=ResNet-18, Alteration=+SG2026.06 | 56.1 | |
| IG(min)Model=ResNet-18, Alteration=+XRAI2026.06 | 55.3 | |
| IG(min)Model=DenseNet-121, Alteration=No alter.2026.06 | 54 | |
| BPModel=DenseNet-121, Alteration=+XRAI2026.06 | 53.1 | |
| IG(min)Model=ResNet-18, Alteration=No alter.2026.06 | 52.8 | |
| BPModel=ResNet-18, Alteration=+XRAI2026.06 | 52.6 | |
| DeconvModel=ResNet-18, Alteration=+XRAI2026.06 | 50.5 | |
| BPModel=DenseNet-121, Alteration=No alter.2026.06 | 49.9 | |
| BPModel=ResNet-18, Alteration=No alter.2026.06 | 49.2 | |
| DeconvModel=ResNet-18, Alteration=+SG2026.06 | 49.1 | |
| DeconvModel=ResNet-18, Alteration=+SG²2026.06 | 48.1 | |
| DeconvModel=ResNet-18, Alteration=No alter.2026.06 | 44.7 | |
| RandomModel=DenseNet-121, Alteration=No alter.2026.06 | 32.6 | |
| RandomModel=ResNet-18, Alteration=No alter.2026.06 | 32.4 |